Period
to 24 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 6 months to 24 September 2018 with a comparison to the same period in the previous 2 years.

Scala
England > Yorkshire
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 216 228 246
Rank change year-on-year +12 +18 +72
Permanent jobs citing Scala 80 101 97
As % of all permanent IT jobs advertised in Yorkshire 0.92% 1.01% 0.86%
As % of the Programming Languages category 1.71% 1.89% 1.71%
Number of salaries quoted 62 92 70
Yorkshire median annual salary £50,000 £60,000 £50,000
Median salary % change year-on-year -16.67% +20.00% -13.04%
10th Percentile £38,750 £43,875 £35,000
90th Percentile £62,000 £65,875 £80,000
England median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% +4.00%

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for coding skills.

All Programming Languages
Yorkshire
Permanent vacancies with a requirement for coding skills 4,670 5,335 5,674
As % of all permanent IT jobs advertised in Yorkshire 53.75% 53.57% 50.11%
Number of salaries quoted 3,965 4,563 4,832
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% -
10th Percentile £27,500 £27,000 £26,250
90th Percentile £60,000 £60,000 £56,250
England median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +5.56%

Scala
Job Vacancy Trend in Yorkshire

Job postings citing Scala as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Scala in Yorkshire

Scala
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Scala in Yorkshire.

Salary trend for Scala in Yorkshire

Scala
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Scala in Yorkshire over the 6 months to 24 September 2018.

Salary histogram for Scala in Yorkshire

Scala
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Yorkshire region over the 6 months to 24 September 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +51 69 £50,000 -6.98% 16
South Yorkshire -35 11 £47,500 -20.83% 6
Scala
England

For the 6 months to 24 September 2018, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Scala.

1 74 (92.50%) Agile Software Development
2 71 (88.75%) Java
3 45 (56.25%) TDD
4 40 (50.00%) MongoDB
5 36 (45.00%) Spring
5 36 (45.00%) Spring Boot
6 35 (43.75%) MySQL
7 30 (37.50%) Docker
8 29 (36.25%) JavaScript
9 28 (35.00%) Amazon AWS
10 27 (33.75%) BDD
10 27 (33.75%) Kubernetes
11 26 (32.50%) Python
12 24 (30.00%) Oracle
13 23 (28.75%) C#
14 22 (27.50%) Continuous Integration
14 22 (27.50%) DevOps
15 21 (26.25%) AngularJS
15 21 (26.25%) Jenkins
15 21 (26.25%) HTML
16 20 (25.00%) PHP
16 20 (25.00%) Finance
16 20 (25.00%) Ruby
16 20 (25.00%) Microservices
17 19 (23.75%) Node.js
17 19 (23.75%) Java 8
18 18 (22.50%) Apache Cassandra
18 18 (22.50%) Go
18 18 (22.50%) Kotlin
19 17 (21.25%) React

Scala
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (7.50%) Apache Spark
2 3 (3.75%) Apache Pig
3 2 (2.50%) BizTalk Server
3 2 (2.50%) SAS
3 2 (2.50%) Tomcat
4 1 (1.25%) Elasticsearch
4 1 (1.25%) IBM Notes
Applications
1 1 (1.25%) Microsoft Excel
1 1 (1.25%) Microsoft PowerPoint
1 1 (1.25%) MS Visio
Cloud Services
1 28 (35.00%) Amazon AWS
2 9 (11.25%) G Suite
2 9 (11.25%) Microsoft Azure
2 9 (11.25%) Office 365
2 9 (11.25%) Slack
3 2 (2.50%) Amazon Kinesis
3 2 (2.50%) Google Cloud Platform
3 2 (2.50%) Loggly
3 2 (2.50%) Sumo Logic
4 1 (1.25%) Amazon EC2
4 1 (1.25%) Amazon EMR
4 1 (1.25%) Amazon S3
4 1 (1.25%) Amazon SageMaker
4 1 (1.25%) AWS Lambda
4 1 (1.25%) GitHub
4 1 (1.25%) Serverless
Database & Business Intelligence
1 40 (50.00%) MongoDB
2 35 (43.75%) MySQL
3 18 (22.50%) Apache Cassandra
4 16 (20.00%) Riak
5 12 (15.00%) Hadoop
5 12 (15.00%) NoSQL
6 10 (12.50%) Apache Hive
7 8 (10.00%) Redis
8 6 (7.50%) HBase
9 5 (6.25%) Big Data
9 5 (6.25%) Data Lake
9 5 (6.25%) Data Warehouse
9 5 (6.25%) Impala
9 5 (6.25%) Sqoop
10 4 (5.00%) MOLAP
10 4 (5.00%) OLAP
10 4 (5.00%) ROLAP
11 3 (3.75%) Pentaho
12 2 (2.50%) Amazon RDS
12 2 (2.50%) SAS Visual Analytics
Development Applications
1 21 (26.25%) Jenkins
2 10 (12.50%) Appium
2 10 (12.50%) Atlassian Bamboo
2 10 (12.50%) Buildbot
2 10 (12.50%) Cucumber
2 10 (12.50%) Ranorex
2 10 (12.50%) Selenium
2 10 (12.50%) SoapUI
3 9 (11.25%) Gatling
3 9 (11.25%) JMeter
3 9 (11.25%) NeoLoad
3 9 (11.25%) WATIR
3 9 (11.25%) WebLOAD
4 7 (8.75%) Git (software)
4 7 (8.75%) Maven
5 2 (2.50%) CA Release Automation
6 1 (1.25%) Mercurial
General
1 20 (25.00%) Finance
2 17 (21.25%) Retail
3 2 (2.50%) Marketing
4 1 (1.25%) Back Office
Job Titles
1 64 (80.00%) Developer
2 38 (47.50%) Java Developer
3 12 (15.00%) Java Scala Developer
3 12 (15.00%) Scala Developer
4 10 (12.50%) Lead Developer
4 10 (12.50%) Senior Developer
5 9 (11.25%) .NET Developer
5 9 (11.25%) Developer in Test
5 9 (11.25%) Lead Software Developer
5 9 (11.25%) Software Developer
6 8 (10.00%) Mid-Level .NET Developer
6 8 (10.00%) Senior .NET Developer
7 7 (8.75%) Full Stack Developer
8 4 (5.00%) Architect
8 4 (5.00%) Data Architect
8 4 (5.00%) Lead Architect
8 4 (5.00%) Lead Data Architect
9 3 (3.75%) MongoDB Developer
9 3 (3.75%) Ruby Developer
9 3 (3.75%) Software Engineer
Libraries, Frameworks & Software Standards
1 36 (45.00%) Spring
1 36 (45.00%) Spring Boot
2 21 (26.25%) AngularJS
2 21 (26.25%) HTML
3 19 (23.75%) Node.js
4 17 (21.25%) React
5 16 (20.00%) Dropwizard
5 16 (20.00%) Kafka
6 15 (18.75%) CSS
7 13 (16.25%) RabbitMQ
8 12 (15.00%) .NET
9 8 (10.00%) ASP.NET
9 8 (10.00%) ASP.NET MVC
9 8 (10.00%) REST
10 7 (8.75%) JSON
10 7 (8.75%) Web Services
11 6 (7.50%) SOAP
11 6 (7.50%) XML
12 5 (6.25%) jQuery
13 4 (5.00%) XSD
Miscellaneous
1 12 (15.00%) Greenfield Project
2 4 (5.00%) Replication
2 4 (5.00%) Taxonomies
3 3 (3.75%) Analytical Skills
4 2 (2.50%) Computer Science
5 1 (1.25%) Cloud Native
5 1 (1.25%) Enterprise Cloud
5 1 (1.25%) Self-Motivation
5 1 (1.25%) Semantic Web
Operating Systems
1 1 (1.25%) Linux
Processes & Methodologies
1 74 (92.50%) Agile Software Development
2 45 (56.25%) TDD
3 27 (33.75%) BDD
4 22 (27.50%) Continuous Integration
4 22 (27.50%) DevOps
5 20 (25.00%) Microservices
6 17 (21.25%) Scrum
7 14 (17.50%) Software Engineering
8 12 (15.00%) Mentoring
9 11 (13.75%) DSDM
9 11 (13.75%) Kanban
10 10 (12.50%) ETL
10 10 (12.50%) MVC
10 10 (12.50%) Software Testing
10 10 (12.50%) Test Automation
11 9 (11.25%) Analytics
11 9 (11.25%) OOP
11 9 (11.25%) SDET
12 8 (10.00%) Data Science
13 6 (7.50%) Data Analytics
Programming Languages
1 71 (88.75%) Java
2 29 (36.25%) JavaScript
3 26 (32.50%) Python
4 23 (28.75%) C#
5 20 (25.00%) PHP
5 20 (25.00%) Ruby
6 19 (23.75%) Java 8
7 18 (22.50%) Go
7 18 (22.50%) Kotlin
8 14 (17.50%) SQL
9 12 (15.00%) C++
10 10 (12.50%) C
11 8 (10.00%) R
12 4 (5.00%) T-SQL
13 3 (3.75%) Bash Shell
13 3 (3.75%) PL/SQL
14 1 (1.25%) Clojure
14 1 (1.25%) F#
14 1 (1.25%) Groovy
Qualifications
1 6 (7.50%) AWS Certification
2 2 (2.50%) Degree
Quality Assurance & Compliance
1 11 (13.75%) QA
2 1 (1.25%) Data Quality
System Software
1 30 (37.50%) Docker
2 5 (6.25%) HDFS
3 4 (5.00%) Apache Flume
4 1 (1.25%) Virtual Machines
Systems Management
1 27 (33.75%) Kubernetes
2 13 (16.25%) Opscode Chef
3 5 (6.25%) Oozie
4 3 (3.75%) Puppet
5 2 (2.50%) Ambari
5 2 (2.50%) Cobbler
5 2 (2.50%) Nagios
5 2 (2.50%) Prometheus
5 2 (2.50%) Rancher
5 2 (2.50%) Terraform
5 2 (2.50%) Tivoli
5 2 (2.50%) ZABBIX
Vendors
1 24 (30.00%) Oracle
2 12 (15.00%) Google
3 9 (11.25%) Microsoft
4 7 (8.75%) Salesforce.com
5 3 (3.75%) Tableau
6 2 (2.50%) Informatica
6 2 (2.50%) New Relic
6 2 (2.50%) Platfora
6 2 (2.50%) Rackspace
6 2 (2.50%) Splunk
6 2 (2.50%) Talend
7 1 (1.25%) Lotus